Angeliki Pantazi

47 papers A* 1B 3C 6Misc 1Journal 26Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FlowState: Sampling Rate Invariant Time Series Forecasting. CoRR Lars Graf, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2025	C	`conf`	Live Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU Spyre. ISCAS Yannick Schnider, Thomas Ortner, Stanislaw Wozniak, Alberto Mannari, Angeliki Pantazi
2025	A*	`conf`	Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning. ICLR Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2024	J	`jnl`	Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88]. Neural Networks Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2024	J	`jnl`	Dynamic event-based optical identification and communication. Frontiers Neurorobotics Axel von Arnim, Jules Lecomte, Naima Elosegui Borras, Stanislaw Wozniak, Angeliki Pantazi
2024	J	`jnl`	Learning-to-learn enables rapid learning with phase-change memory-based in-memory computing. CoRR Thomas Ortner, Horst Petschenig, Athanasios Vasilopoulos, Roland Renner, Spela Brglez, Thomas Limbacher, Enrique Piñero, Alejandro Linares-Barranco, Angeliki Pantazi, Robert Legenstein
2024	J	`jnl`	Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning. CoRR Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2023	J	`jnl`	An exact mapping from ReLU networks to spiking neural networks. Neural Networks Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023	J	`jnl`	Are training trajectories of deep single-spike and deep ReLU network equivalent? CoRR Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023	J	`jnl`	Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology. IEEE Trans. Circuits Syst. II Express Briefs Sandro Widmer, Marcel A. Kossel, Giovanni Cherubini, Stanislaw Wozniak, Pier Andrea Francese, Ana Stanojevic, Matthias Brändli, Klaus Frick, Angeliki Pantazi
2023	J	`jnl`	Dynamic Event-based Optical Identification and Communication. CoRR Axel von Arnim, Jules Lecomte, Stanislaw Wozniak, Naima Elosegui Borras, Angeliki Pantazi
2023	J	`jnl`	Efficient Biologically Plausible Adversarial Training. CoRR Matilde Tristany Farinha, Thomas Ortner, Giorgia Dellaferrera, Benjamin F. Grewe, Angeliki Pantazi
2023	—	`conf`	Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CVPR Workshops Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023	J	`jnl`	Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CoRR Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023	J	`jnl`	Online Spatio-Temporal Learning in Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Thomas Bohnstingl, Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
2023	—	`conf`	Online Spatio-Temporal Learning with Target Projection. AICAS Thomas Ortner, Lorenzo Pes, Joris Gentinetta, Charlotte Frenkel, Angeliki Pantazi
2023	J	`jnl`	Online Spatio-Temporal Learning with Target Projection. CoRR Thomas Ortner, Lorenzo Pes, Joris Gentinetta, Charlotte Frenkel, Angeliki Pantazi
2022	J	`jnl`	An Exact Mapping From ReLU Networks to Spiking Neural Networks. CoRR Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2022	B	`conf`	Approximating Relu Networks by Single-Spike Computation. ICIP Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner
2022	—	`conf`	Biologically-inspired training of spiking recurrent neural networks with neuromorphic hardware. AICAS Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yigit Demirag, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
2022	J	`jnl`	On the visual analytic intelligence of neural networks. CoRR Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou
2022	Misc	`conf`	Speech Recognition Using Biologically-Inspired Neural Networks. ICASSP Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
2021	J	`jnl`	Biologically Inspired Dynamics Enhance Deep Learning. ERCIM News Stanislaw Wozniak, Thomas Bohnstingl, Angeliki Pantazi
2021	J	`jnl`	Learning in Deep Neural Networks Using a Biologically Inspired Optimizer. CoRR Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou
2021	J	`jnl`	Towards efficient end-to-end speech recognition with biologically-inspired neural networks. CoRR Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
2020	—	`conf`	Accelerating Spiking Neural Networks using Memristive Crossbar Arrays. ICECS Thomas Bohnstingl, Angeliki Pantazi, Evangelos Eleftheriou
2020	J	`jnl`	Deep learning incorporating biologically inspired neural dynamics and in-memory computing. Nat. Mach. Intell. Stanislaw Wozniak, Angeliki Pantazi, Thomas Bohnstingl, Evangelos Eleftheriou
2020	J	`jnl`	Online spatio-temporal learning in deep neural networks. CoRR Thomas Bohnstingl, Stanislaw Wozniak, Wolfgang Maass, Angeliki Pantazi, Evangelos Eleftheriou
2018	C	`conf`	Compressional Wave Disturbance Suppression for Nanoscale Track-Following on Flexible Tape Media. ACC Simeon Furrer, Angeliki Pantazi, Giovanni Cherubini, Mark A. Lantz
2018	J	`jnl`	Deep Networks Incorporating Spiking Neural Dynamics. CoRR Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
2018	B	`conf`	Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. IJCNN Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017	—	`conf`	Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture. ICRC Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017	J	`jnl`	Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs. IEEE Trans. Circuits Syst. II Express Briefs Stanislaw Wozniak, Angeliki Pantazi, Severin Sidler, Nikolaos Papandreou, Yusuf Leblebici, Evangelos Eleftheriou
2017	B	`conf`	Neuromorphic system with phase-change synapses for pattern learning and feature extraction. IJCNN Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017	—	`conf`	Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns. ICANN (1) Severin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou
2016	C	`conf`	Learning spatio-temporal patterns in the presence of input noise using phase-change memristors. ISCAS Stanislaw Wozniak, Tomas Tuma, Angeliki Pantazi, Evangelos Eleftheriou
2015	C	`conf`	Nanoscale track-following for tape storage. ACC Angeliki Pantazi, Simeon Furrer, Hugo E. Rothuizen, Giovanni Cherubini, Jens Jelitto, Mark A. Lantz
2013	—	`conf`	Identification of MIMO transport systems in tape drives. AIM Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
2013	J	`jnl`	Nanopositioning With Impulsive State Multiplication: A Hybrid Control Approach. IEEE Trans. Control. Syst. Technol. Tomas Tuma, Angeliki Pantazi, John Lygeros, Abu Sebastian
2012	—	`conf`	A dual-stage nanopositioning approach to high-speed scanning probe microscopy. CDC Tomas Tuma, Walter Häberle, Hugo E. Rothuizen, John Lygeros, Angeliki Pantazi, Abu Sebastian
2012	—	`conf`	Initial resolution of head position and skew uncertainty in control systems for flangeless tape drives. CDC Giovanni Cherubini, Jens Jelitto, Angeliki Pantazi
2012	J	`jnl`	Nanopositioning With Multiple Sensors: A Case Study in Data Storage. IEEE Trans. Control. Syst. Technol. Abu Sebastian, Angeliki Pantazi
2012	C	`conf`	Optimal scan trajectories for high-speed scanning probe microscopy. ACC Tomas Tuma, John Lygeros, Abu Sebastian, Angeliki Pantazi
2012	J	`jnl`	Servo-Pattern Design and Track-Following Control for Nanometer Head Positioning on Flexible Tape Media. IEEE Trans. Control. Syst. Technol. Mark A. Lantz, Giovanni Cherubini, Angeliki Pantazi, Jens Jelitto
2007	J	`jnl`	Control of MEMS-Based Scanning-Probe Data-Storage Devices. IEEE Trans. Control. Syst. Technol. Angeliki Pantazi, Abu Sebastian, Giovanni Cherubini, Mark A. Lantz, Haralampos Pozidis, Hugo E. Rothuizen, Evangelos Eleftheriou
2005	C	`conf`	Nanopositioning for probe storage. ACC Abu Sebastian, Angeliki Pantazi, Giovanni Cherubini, Evangelos Eleftheriou, Mark A. Lantz, Haralampos Pozidis
2005	—	`conf`	Two-sensor-based H∞ control for nanopositioning in probe storage. CDC/ECC Angeliki Pantazi, Abu Sebastian, Haralambos Pozidis, Evangelos Eleftheriou